Dependence of Activation Function on Image Recognition Accuracy in Self-Referential Holographic Deep Neural Network

Author:

Tomioka Rio1,Takabayashi Masanori2

Affiliation:

1. Graduate School, Kyushu Institute of Technology,Iizuka, Fukuoka,Japan,820-8502

2. Kyushu Institute of Technology,Faculty of Computer Science and Systems Engineering,Iizuka, Fukuoka,Japan,820-8502

Publisher

IEEE

Reference5 articles.

1. Inference in artificial intelligence with deep optics and photonics

2. All-optical machine learning using diffractive deep neural networks

3. Numerical simulations of neural network hardware based on self-referential holography;Tomioka,2021

4. Self-referential holography and its applications to data storage and phase-to-intensity conversion

5. Self-referential holographic neural network with electronically implemented nonlinear layer;Tomioka,2022

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